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MODEL Listed

Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF

For developers working on edge deployment or local inference, this Qwen3.5-based 9B model offers a specialized configuration optimized for high-performance multimodal tasks. Unlike standard base models, this iteration utilizes IMATRIX-MAX quantization, specifically engineered to minimize perplexity loss during the compression process. This makes it an ideal candidate for developers needing a compact footprint without sacrificing the reasoning capabilities required for complex image-to-text workflows. The model is packaged in GGUF format, ensuring seamless integration with llama.cpp and other popular local inference engines. While the naming convention suggests a focus on unconstrained output, the core value lies in its architectural efficiency and the ability to handle nuanced visual reasoning in resource-constrained environments. It serves as a robust backbone for vision-language applications where latency and local privacy are non-negotiable requirements.

DavidAUimage text to text
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01 / MODEL CARD

Model card

For developers working on edge deployment or local inference, this Qwen3.5-based 9B model offers a specialized configuration optimized for high-performance multimodal tasks. Unlike standard base models, this iteration utilizes IMATRIX-MAX quantization, specifically engineered to minimize perplexity loss during the compression process. This makes it an ideal candidate for developers needing a compact footprint without sacrificing the reasoning capabilities required for complex image-to-text workflows. The model is packaged in GGUF format, ensuring seamless integration with llama.cpp and other popular local inference engines. While the naming convention suggests a focus on unconstrained output, the core value lies in its architectural efficiency and the ability to handle nuanced visual reasoning in resource-constrained environments. It serves as a robust backbone for vision-language applications where latency and local privacy are non-negotiable requirements.

Model typeimage text to text
ProviderDavidAU
Licenseapache-2.0
02 / FILES & VERSIONS

Model files and versions

Model cardModel description and metadata available in this entry
Listed
Source repositoryhttps://huggingface.co/DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF
View model source
Version informationUse the source repository for the latest version
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03 / DOWNLOAD

Download this model

We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.

This entry points to Hugging Face. The commands use the matching ModelScope repository format; confirm that the repository exists on ModelScope before running them. Model repository: DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF
Install ModelScope

Install the CLI and SDK dependency before downloading.

pip install modelscope
Download the full model repository

Download the complete weights, configuration and model card.

modelscope download --model DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF
Download one file to a local directory

README.md is used as an example; replace it with another repository file when needed.

modelscope download --model DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF README.md --local_dir ./dir
Download with the SDK

Useful in Python projects and automation scripts.

from modelscope import snapshot_download
model_dir = snapshot_download('DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF')
Clone with Git

Make sure Git LFS is installed correctly.

git lfs install
git clone https://www.modelscope.cn/DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF.git
Clone without downloading LFS blobs

Fetch the repository structure first, then pull large files when needed.

GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF.git
04 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the model card and source information.

  2. 02
    Step 2

    Start with a small, non-sensitive evaluation.

  3. 03
    Step 3

    Review quality, licensing and usage limits.

  4. 04
    Step 4

    Adopt it only after validation.

05 / DISCUSSIONS

Discussions

Use this space to keep checking source information, usage experience and maintenance status.

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